He had been watching her struggle with the printer all morning. It was jammed again, and she was clearly frustrated. He felt a desire to offer assistance, a slight pull in his chest.

He walked over to her, his movements easy. "Let me take a look at that," he said, his tone casual. He quickly unjammed the printer, explaining the usual problem. "There you go."

She turned to him, her face relaxing. "Thanks, Michael. You're a lifesaver."

He shrugged it off, feeling a warmth spread through him. As they stood there, chatting about the printer, she mentioned summer camp. "You wouldn't have gone to Camp Evergreen, would you?" He had. A wave of pleasant memories flooded his mind as they talked.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458